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Scored across 11 tools
Most tools have distinct purposes, but search_brave and search_tavily are functionally identical (web search via different providers), causing potential confusion. Similarly, get_sentiment and get_signal overlap since sentiment is part of the signal, though descriptions clarify their roles.
All tool names follow a consistent verb_noun pattern with lowercase underscores (e.g., get_signal, search_brave, execute_code). There is no mixing of conventions or confusing abbreviations.
With 11 tools covering signals, arena, pricing, and web search, the count is reasonable for a specialized API. It is slightly on the higher side but each tool serves a clear purpose, and the set feels well-scoped.
The tool set covers core signal retrieval (single, batch, arena), sentiment, regime, and pricing. Missing features like historical data or account management are minor gaps given the stated purpose of providing real-time signals and analytics.